He found it tucked inside a dusty book: a confession of sorts, written during a particularly turbulent patch with his estranged brother. The words were a stark contrast to his usual gruff demeanor. He'd never mailed it. He'd bottled up the emotions.

Now, decades later, a softness settled over him as he read about how much he admired his brother's persistence. He imagined his brother's face as he read it.

He picked up the phone. “Hey, it’s me,” he mumbled, trying to keep his voice steady. “Listen, I was thinking… about you. It's about time we made peace."

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458